Profiling Report

Dataset statistics

Number of variables	20
Number of observations	33638
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.4 MiB
Average record size in memory	168.0 B

Variable types

Categorical	4
DateTime	1
Numeric	15

Alerts

`channelTitle` has a high cardinality: 2266 distinct values	High cardinality
`comment_count` has 793 (2.4%) zeros	Zeros
`log_channel_avg_n_comments_7D` has 727 (2.2%) zeros	Zeros

Reproduction

Analysis started	2023-04-08 17:43:32.332938
Analysis finished	2023-04-08 17:43:51.249329
Duration	18.92 seconds
Software version	ydata-profiling vv4.1.2
Download configuration	config.json

channelTitle
Categorical

Distinct	2266
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Memory size	525.6 KiB

Sky Sports Premier League	354
The United Stand	297
MoreSidemen	236
BT Sport	225
WWE	182
Other values (2261)	32344

Length

Max length	49
Median length	37
Mean length	12.564481
Min length	2

Characters and Unicode

Total characters	422644
Distinct characters	170
Distinct categories	12 ?
Distinct scripts	8 ?
Distinct blocks	9 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	< 0.1%

Sample

1st row	ImAllexx
2nd row	Stephen Tries Less
3rd row	Cold Ones
4th row	Dimension 20
5th row	ImAllexx

Common Values

Value	Count	Frequency (%)
Sky Sports Premier League	354	1.1%
The United Stand	297	0.9%
MoreSidemen	236	0.7%
BT Sport	225	0.7%
WWE	182	0.5%
Sidemen	154	0.5%
FORMULA 1	148	0.4%
Beta Squad	142	0.4%
BBC Sport	138	0.4%
Sky Sports Football	133	0.4%
Other values (2256)	31629	94.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	2192	3.3%
sports	953	1.4%
sky	748	1.1%
	627	1.0%
sport	623	0.9%
league	529	0.8%
united	423	0.6%
football	401	0.6%
boxing	381	0.6%
premier	376	0.6%
Other values (2930)	58727	89.0%

Most occurring characters

Value	Count	Frequency (%)
e	35096	8.3%
	32458	7.7%
a	28698	6.8%
i	24001	5.7%
o	23195	5.5%
r	21339	5.0%
n	21008	5.0%
t	19372	4.6%
s	16459	3.9%
l	15395	3.6%
Other values (160)	185623	43.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	289842	68.6%
Uppercase Letter	95092	22.5%
Space Separator	32458	7.7%
Decimal Number	2410	0.6%
Other Punctuation	1428	0.3%
Dash Punctuation	703	0.2%
Other Letter	499	0.1%
Open Punctuation	69	< 0.1%
Close Punctuation	69	< 0.1%
Math Symbol	57	< 0.1%
Other values (2)	17	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
자	32	6.4%
이	29	5.8%
영	19	3.8%
국	19	3.8%
남	19	3.8%
들	13	2.6%
아	13	2.6%
여	13	2.6%
반	11	2.2%
짝	11	2.2%
Other values (55)	320	64.1%

Lowercase Letter

Value	Count	Frequency (%)
e	35096	12.1%
a	28698	9.9%
i	24001	8.3%
o	23195	8.0%
r	21339	7.4%
n	21008	7.2%
t	19372	6.7%
s	16459	5.7%
l	15395	5.3%
h	9973	3.4%
Other values (36)	75306	26.0%

Uppercase Letter

Value	Count	Frequency (%)
S	10106	10.6%
T	8536	9.0%
M	6267	6.6%
B	5911	6.2%
C	5812	6.1%
A	5072	5.3%
E	4927	5.2%
L	4333	4.6%
F	4149	4.4%
V	4119	4.3%
Other values (19)	35860	37.7%

Decimal Number

Value	Count	Frequency (%)
2	602	25.0%
1	570	23.7%
7	255	10.6%
0	241	10.0%
3	216	9.0%
5	169	7.0%
4	154	6.4%
8	78	3.2%
6	75	3.1%
9	50	2.1%

Other Punctuation

Value	Count	Frequency (%)
'	506	35.4%
.	359	25.1%
&	216	15.1%
:	138	9.7%
!	112	7.8%
/	43	3.0%
,	31	2.2%
?	18	1.3%
•	5	0.4%

Dash Punctuation

Value	Count	Frequency (%)
-	640	91.0%
–	63	9.0%

Open Punctuation

Value	Count	Frequency (%)
(	64	92.8%
[	5	7.2%

Close Punctuation

Value	Count	Frequency (%)
)	64	92.8%
]	5	7.2%

Math Symbol

Value	Count	Frequency (%)
+	45	78.9%
\|	12	21.1%

Space Separator

Value	Count	Frequency (%)
	32458	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	13	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	384768	91.0%
Common	37211	8.8%
Hangul	311	0.1%
Cyrillic	166	< 0.1%
Katakana	70	< 0.1%
Han	55	< 0.1%
Arabic	33	< 0.1%
Hiragana	30	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	35096	9.1%
a	28698	7.5%
i	24001	6.2%
o	23195	6.0%
r	21339	5.5%
n	21008	5.5%
t	19372	5.0%
s	16459	4.3%
l	15395	4.0%
S	10106	2.6%
Other values (47)	170099	44.2%

Common

Value	Count	Frequency (%)
	32458	87.2%
-	640	1.7%
2	602	1.6%
1	570	1.5%
'	506	1.4%
.	359	1.0%
7	255	0.7%
0	241	0.6%
3	216	0.6%
&	216	0.6%
Other values (20)	1148	3.1%

Hangul

Value	Count	Frequency (%)
자	32	10.3%
이	29	9.3%
영	19	6.1%
국	19	6.1%
남	19	6.1%
들	13	4.2%
아	13	4.2%
여	13	4.2%
반	11	3.5%
짝	11	3.5%
Other values (17)	132	42.4%

Cyrillic

Value	Count	Frequency (%)
а	25	15.1%
н	25	15.1%
р	14	8.4%
к	11	6.6%
е	11	6.6%
д	8	4.8%
Є	7	4.2%
в	7	4.2%
б	7	4.2%
ч	7	4.2%
Other values (8)	44	26.5%

Katakana

Value	Count	Frequency (%)
ン	5	7.1%
ピ	5	7.1%
ル	5	7.1%
ネ	5	7.1%
ィ	5	7.1%
カ	5	7.1%
ミ	5	7.1%
チ	5	7.1%
ャ	5	7.1%
ロ	5	7.1%
Other values (4)	20	28.6%

Han

Value	Count	Frequency (%)
天	5	9.1%
野	5	9.1%
式	5	9.1%
马	5	9.1%
小	5	9.1%
在	5	9.1%
公	5	9.1%
纽	5	9.1%
约	5	9.1%
日	5	9.1%

Arabic

Value	Count	Frequency (%)
ا	9	27.3%
ة	6	18.2%
ق	3	9.1%
ن	3	9.1%
ل	3	9.1%
ر	3	9.1%
ب	3	9.1%
ع	3	9.1%

Hiragana

Value	Count	Frequency (%)
に	6	20.0%
ぽ	6	20.0%
ん	6	20.0%
ゃ	6	20.0%
き	6	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	421767	99.8%
Hangul	311	0.1%
Cyrillic	166	< 0.1%
None	131	< 0.1%
Punctuation	81	< 0.1%
Katakana	70	< 0.1%
CJK	55	< 0.1%
Arabic	33	< 0.1%
Hiragana	30	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	35096	8.3%
	32458	7.7%
a	28698	6.8%
i	24001	5.7%
o	23195	5.5%
r	21339	5.1%
n	21008	5.0%
t	19372	4.6%
s	16459	3.9%
l	15395	3.7%
Other values (69)	184746	43.8%

None

Value	Count	Frequency (%)
é	64	48.9%
ø	54	41.2%
å	5	3.8%
ü	4	3.1%
Ż	4	3.1%

Punctuation

Value	Count	Frequency (%)
–	63	77.8%
’	13	16.0%
•	5	6.2%

Hangul

Value	Count	Frequency (%)
자	32	10.3%
이	29	9.3%
영	19	6.1%
국	19	6.1%
남	19	6.1%
들	13	4.2%
아	13	4.2%
여	13	4.2%
반	11	3.5%
짝	11	3.5%
Other values (17)	132	42.4%

Cyrillic

Value	Count	Frequency (%)
а	25	15.1%
н	25	15.1%
р	14	8.4%
к	11	6.6%
е	11	6.6%
д	8	4.8%
Є	7	4.2%
в	7	4.2%
б	7	4.2%
ч	7	4.2%
Other values (8)	44	26.5%

Arabic

Value	Count	Frequency (%)
ا	9	27.3%
ة	6	18.2%
ق	3	9.1%
ن	3	9.1%
ل	3	9.1%
ر	3	9.1%
ب	3	9.1%
ع	3	9.1%

Hiragana

Value	Count	Frequency (%)
に	6	20.0%
ぽ	6	20.0%
ん	6	20.0%
ゃ	6	20.0%
き	6	20.0%

Katakana

Value	Count	Frequency (%)
ン	5	7.1%
ピ	5	7.1%
ル	5	7.1%
ネ	5	7.1%
ィ	5	7.1%
カ	5	7.1%
ミ	5	7.1%
チ	5	7.1%
ャ	5	7.1%
ロ	5	7.1%
Other values (4)	20	28.6%

CJK

Value	Count	Frequency (%)
天	5	9.1%
野	5	9.1%
式	5	9.1%
马	5	9.1%
小	5	9.1%
在	5	9.1%
公	5	9.1%
纽	5	9.1%
约	5	9.1%
日	5	9.1%

publishedAt
Date

Distinct	5949
Distinct (%)	17.7%
Missing	0
Missing (%)	0.0%
Memory size	525.6 KiB

Minimum	2022-10-10 17:47:41+00:00
Maximum	2023-03-31 04:00:14+00:00

Histogram

Histogram with fixed size bins (bins=50)

likes
Real number (ℝ)

Distinct	27785
Distinct (%)	82.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	80288.18

Minimum	0
Maximum	8173676
Zeros	107
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2026.7
Q1	10051
median	26616.5
Q3	67196
95-th percentile	256884.95
Maximum	8173676
Range	8173676
Interquartile range (IQR)	57145

Descriptive statistics

Standard deviation	263596.07
Coefficient of variation (CV)	3.2831242
Kurtosis	254.05159
Mean	80288.18
Median Absolute Deviation (MAD)	20237
Skewness	13.124639
Sum	2.7007338 × 10⁹
Variance	6.9482889 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	107	0.3%
4467	6	< 0.1%
7105	6	< 0.1%
5196	6	< 0.1%
2330	5	< 0.1%
1224	5	< 0.1%
4656	5	< 0.1%
3439	5	< 0.1%
747	5	< 0.1%
5895	5	< 0.1%
Other values (27775)	33483	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	107	0.3%
16	1	< 0.1%
20	1	< 0.1%
21	5	< 0.1%
103	1	< 0.1%
115	1	< 0.1%
116	3	< 0.1%
117	1	< 0.1%
118	1	< 0.1%
170	1	< 0.1%

Value	Count	Frequency (%)
8173676	1	< 0.1%
7981980	1	< 0.1%
7753404	1	< 0.1%
7445757	1	< 0.1%
7374871	1	< 0.1%
7116719	1	< 0.1%
7026323	1	< 0.1%
6857566	1	< 0.1%
6559801	1	< 0.1%
6409807	1	< 0.1%

comment_count
Real number (ℝ)

Distinct	10035
Distinct (%)	29.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5042.0347

Minimum	0
Maximum	518733
Zeros	793
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	0
5-th percentile	140
Q1	684
median	1716
Q3	4030
95-th percentile	15118.3
Maximum	518733
Range	518733
Interquartile range (IQR)	3346

Descriptive statistics

Standard deviation	18719.09
Coefficient of variation (CV)	3.7126063
Kurtosis	305.79201
Mean	5042.0347
Median Absolute Deviation (MAD)	1267.5
Skewness	15.252035
Sum	1.6960396 × 10⁸
Variance	3.5040432 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	793	2.4%
411	25	0.1%
492	25	0.1%
170	24	0.1%
208	24	0.1%
377	24	0.1%
277	23	0.1%
173	23	0.1%
137	23	0.1%
133	22	0.1%
Other values (10025)	32632	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	793	2.4%
1	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	3	< 0.1%
8	2	< 0.1%
9	1	< 0.1%
11	3	< 0.1%
12	2	< 0.1%

Value	Count	Frequency (%)
518733	1	< 0.1%
512804	1	< 0.1%
506126	1	< 0.1%
497019	1	< 0.1%
484342	1	< 0.1%
483168	1	< 0.1%
478221	1	< 0.1%
468972	1	< 0.1%
467790	1	< 0.1%
460937	1	< 0.1%

category
Categorical

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	525.6 KiB

Entertainment	7137
Sports	6264
Gaming	6140
Music	4081
People & Blogs	2958
Other values (9)	7058

Length

Max length	20
Median length	16
Mean length	9.5686426
Min length	5

Characters and Unicode

Total characters	321870
Distinct characters	34
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Comedy
2nd row	Comedy
3rd row	Comedy
4th row	Comedy
5th row	Comedy

Common Values

Value	Count	Frequency (%)
Entertainment	7137	21.2%
Sports	6264	18.6%
Gaming	6140	18.3%
Music	4081	12.1%
People & Blogs	2958	8.8%
Comedy	1488	4.4%
Autos & Vehicles	1030	3.1%
Science & Technology	944	2.8%
Film & Animation	890	2.6%
Education	830	2.5%
Other values (4)	1876	5.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	7698	15.7%
entertainment	7137	14.6%
sports	6264	12.8%
gaming	6140	12.5%
music	4081	8.3%
people	2958	6.0%
blogs	2958	6.0%
comedy	1488	3.0%
autos	1030	2.1%
vehicles	1030	2.1%
Other values (13)	8250	16.8%

Most occurring characters

Value	Count	Frequency (%)
t	32880	10.2%
n	32570	10.1%
e	28835	9.0%
i	24516	7.6%
o	20240	6.3%
s	17568	5.5%
m	16677	5.2%
a	15518	4.8%
	15396	4.8%
r	13790	4.3%
Other values (24)	103880	32.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	257440	80.0%
Uppercase Letter	41336	12.8%
Space Separator	15396	4.8%
Other Punctuation	7698	2.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	32880	12.8%
n	32570	12.7%
e	28835	11.2%
i	24516	9.5%
o	20240	7.9%
s	17568	6.8%
m	16677	6.5%
a	15518	6.0%
r	13790	5.4%
l	10656	4.1%
Other values (9)	44190	17.2%

Uppercase Letter

Value	Count	Frequency (%)
E	8356	20.2%
S	7787	18.8%
G	6140	14.9%
M	4081	9.9%
P	3866	9.4%
B	2958	7.2%
A	2052	5.0%
C	1488	3.6%
T	1333	3.2%
V	1030	2.5%
Other values (3)	2245	5.4%

Space Separator

Value	Count	Frequency (%)
	15396	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	7698	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	298776	92.8%
Common	23094	7.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	32880	11.0%
n	32570	10.9%
e	28835	9.7%
i	24516	8.2%
o	20240	6.8%
s	17568	5.9%
m	16677	5.6%
a	15518	5.2%
r	13790	4.6%
l	10656	3.6%
Other values (22)	85526	28.6%

Common

Value	Count	Frequency (%)
	15396	66.7%
&	7698	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	321870	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	32880	10.2%
n	32570	10.1%
e	28835	9.0%
i	24516	7.6%
o	20240	6.3%
s	17568	5.5%
m	16677	5.2%
a	15518	4.8%
	15396	4.8%
r	13790	4.3%
Other values (24)	103880	32.3%

is_weekday
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	525.6 KiB

1	24178
0	9460

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	33638
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	24178	71.9%
0	9460	28.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	24178	71.9%
0	9460	28.1%

Most occurring characters

Value	Count	Frequency (%)
1	24178	71.9%
0	9460	28.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33638	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	24178	71.9%
0	9460	28.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	33638	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	24178	71.9%
0	9460	28.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33638	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	24178	71.9%
0	9460	28.1%

year
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	525.6 KiB

2023	17146
2022	16492

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	134552
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022
2nd row	2022
3rd row	2022
4th row	2022
5th row	2022

Common Values

Value	Count	Frequency (%)
2023	17146	51.0%
2022	16492	49.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2023	17146	51.0%
2022	16492	49.0%

Most occurring characters

Value	Count	Frequency (%)
2	83768	62.3%
0	33638	25.0%
3	17146	12.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	134552	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	83768	62.3%
0	33638	25.0%
3	17146	12.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	134552	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	83768	62.3%
0	33638	25.0%
3	17146	12.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	134552	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	83768	62.3%
0	33638	25.0%
3	17146	12.7%

month
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4549319

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	11
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	4.6472729
Coefficient of variation (CV)	0.71995692
Kurtosis	-1.8848835
Mean	6.4549319
Median Absolute Deviation (MAD)	2
Skewness	0.03381348
Sum	217131
Variance	21.597145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
12	6282	18.7%
1	6035	17.9%
11	5937	17.6%
2	5658	16.8%
3	5453	16.2%
10	4273	12.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6035	17.9%
2	5658	16.8%
3	5453	16.2%
10	4273	12.7%
11	5937	17.6%
12	6282	18.7%

Value	Count	Frequency (%)
12	6282	18.7%
11	5937	17.6%
10	4273	12.7%
3	5453	16.2%
2	5658	16.8%
1	6035	17.9%

category_likes_sum_7D
Real number (ℝ)

Distinct	1606
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16481574

Minimum	15643
Maximum	90682766
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	15643
5-th percentile	803536
Q1	4604558
median	11111019
Q3	23866021
95-th percentile	51771419
Maximum	90682766
Range	90667123
Interquartile range (IQR)	19261463

Descriptive statistics

Standard deviation	16116768
Coefficient of variation (CV)	0.97786586
Kurtosis	2.5661916
Mean	16481574
Median Absolute Deviation (MAD)	7881185
Skewness	1.5932844
Sum	5.5440718 × 10¹¹
Variance	2.5975022 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32687834	138	0.4%
23905881	114	0.3%
6335859	112	0.3%
69482545	110	0.3%
24092706	104	0.3%
8480678	99	0.3%
26571820	97	0.3%
21562508	95	0.3%
24062554	93	0.3%
5908280	93	0.3%
Other values (1596)	32583	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
15643	12	< 0.1%
26080	5	< 0.1%
27133	6	< 0.1%
43903	5	< 0.1%
52478	10	< 0.1%
59292	7	< 0.1%
61050	6	< 0.1%
63046	5	< 0.1%
76043	21	0.1%
76400	5	< 0.1%

Value	Count	Frequency (%)
90682766	35	0.1%
87474008	6	< 0.1%
87159638	3	< 0.1%
83269744	61	0.2%
82432895	25	0.1%
77191229	20	0.1%
75668927	32	0.1%
74143804	60	0.2%
73331667	12	< 0.1%
70785152	30	0.1%

category_view_count_sum_7D
Real number (ℝ)

Distinct	1606
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.6598474 × 10⁸

Minimum	731370
Maximum	1.6148627 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	731370
5-th percentile	22049056
Q1	1.4363415 × 10⁸
median	2.9601022 × 10⁸
Q3	5.188142 × 10⁸
95-th percentile	9.4907536 × 10⁸
Maximum	1.6148627 × 10⁹
Range	1.6141314 × 10⁹
Interquartile range (IQR)	3.7518006 × 10⁸

Descriptive statistics

Standard deviation	2.9561989 × 10⁸
Coefficient of variation (CV)	0.8077383
Kurtosis	1.0769837
Mean	3.6598474 × 10⁸
Median Absolute Deviation (MAD)	1.7906161 × 10⁸
Skewness	1.1367142
Sum	1.2310995 × 10¹³
Variance	8.7391118 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
700014588	138	0.4%
534303455	114	0.3%
332264949	112	0.3%
888725941	110	0.3%
551566098	104	0.3%
420596825	99	0.3%
629095157	97	0.3%
381163689	95	0.3%
461135747	93	0.3%
297406307	93	0.3%
Other values (1596)	32583	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
731370	7	< 0.1%
1051431	12	< 0.1%
1587628	5	< 0.1%
1754195	5	< 0.1%
1898683	5	< 0.1%
2056205	5	< 0.1%
2068058	10	< 0.1%
2203691	12	< 0.1%
2299354	6	< 0.1%
2586291	5	< 0.1%

Value	Count	Frequency (%)
1614862746	20	0.1%
1570069508	60	0.2%
1476847124	39	0.1%
1390928784	10	< 0.1%
1383919734	37	0.1%
1348165503	51	0.2%
1325954439	5	< 0.1%
1313810826	5	< 0.1%
1309594834	30	0.1%
1307536509	28	0.1%

category_comment_count_sum_7D
Real number (ℝ)

Distinct	1598
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1009241.2

Minimum	655
Maximum	6646543
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	655
5-th percentile	68350
Q1	341390
median	678068
Q3	1348006
95-th percentile	2970243.7
Maximum	6646543
Range	6645888
Interquartile range (IQR)	1006616

Descriptive statistics

Standard deviation	1019151.1
Coefficient of variation (CV)	1.0098192
Kurtosis	7.2821275
Mean	1009241.2
Median Absolute Deviation (MAD)	446178
Skewness	2.3113389
Sum	3.3948855 × 10¹⁰
Variance	1.0386689 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1903765	138	0.4%
1599197	114	0.3%
612763	112	0.3%
6484139	110	0.3%
1479976	104	0.3%
757885	99	0.3%
1616698	97	0.3%
1633700	95	0.3%
2082675	93	0.3%
628494	93	0.3%
Other values (1588)	32583	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
655	12	< 0.1%
1501	5	< 0.1%
3761	7	< 0.1%
4619	5	< 0.1%
4857	6	< 0.1%
4898	6	< 0.1%
5376	10	< 0.1%
5914	5	< 0.1%
6341	6	< 0.1%
7701	5	< 0.1%

Value	Count	Frequency (%)
6646543	12	< 0.1%
6558678	35	0.1%
6484139	110	0.3%
6374569	5	< 0.1%
6269194	25	0.1%
6212018	6	< 0.1%
6198508	3	< 0.1%
6007095	61	0.2%
5838715	18	0.1%
5727134	30	0.1%

category_trending_videos_last_7D
Real number (ℝ)

Distinct	357
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	205.94908

Minimum	5
Maximum	504
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	5
5-th percentile	29
Q1	119
median	223
Q3	290
95-th percentile	348
Maximum	504
Range	499
Interquartile range (IQR)	171

Descriptive statistics

Standard deviation	107.76966
Coefficient of variation (CV)	0.52328304
Kurtosis	-0.75630968
Mean	205.94908
Median Absolute Deviation (MAD)	78
Skewness	-0.16341531
Sum	6927715
Variance	11614.299
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
317	640	1.9%
283	369	1.1%
286	347	1.0%
293	307	0.9%
311	291	0.9%
288	282	0.8%
306	275	0.8%
301	271	0.8%
261	269	0.8%
274	244	0.7%
Other values (347)	30343	90.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	45	0.1%
6	31	0.1%
7	37	0.1%
8	8	< 0.1%
9	11	< 0.1%
10	10	< 0.1%
11	67	0.2%
12	55	0.2%
13	31	0.1%
14	42	0.1%

Value	Count	Frequency (%)
504	83	0.2%
499	80	0.2%
466	80	0.2%
462	31	0.1%
455	138	0.4%
445	90	0.3%
440	19	0.1%
433	39	0.1%
429	30	0.1%
415	63	0.2%

category_avg_n_views_7D
Real number (ℝ)

Distinct	1606
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1763143.1

Minimum	87619.25
Maximum	9164009.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	87619.25
5-th percentile	600253.39
Q1	964059.05
median	1309035.7
Q3	2162178.7
95-th percentile	4381006.5
Maximum	9164009.2
Range	9076389.9
Interquartile range (IQR)	1198119.7

Descriptive statistics

Standard deviation	1267167.9
Coefficient of variation (CV)	0.7186983
Kurtosis	5.4202306
Mean	1763143.1
Median Absolute Deviation (MAD)	469560.32
Skewness	2.0526088
Sum	5.9308607 × 10¹⁰
Variance	1.6057146 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1538493.6	138	0.4%
1539779.409	114	0.3%
1028684.053	112	0.3%
3734142.609	110	0.3%
1802503.588	104	0.3%
1155485.783	99	0.3%
2279330.279	97	0.3%
1483127.195	95	0.3%
2794762.103	93	0.3%
864553.218	93	0.3%
Other values (1596)	32583	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
87619.25	12	< 0.1%
104481.4286	7	< 0.1%
111687.2353	5	< 0.1%
129628.8824	12	< 0.1%
137080.3333	5	< 0.1%
146182.9167	5	< 0.1%
147718.4286	10	< 0.1%
195111.2973	5	< 0.1%
204789.3125	12	< 0.1%
225804.8095	6	< 0.1%

Value	Count	Frequency (%)
9164009.158	7	< 0.1%
8979632.617	9	< 0.1%
8722608.378	60	0.2%
8162605.857	28	0.1%
8149681.604	22	0.1%
8074313.73	20	0.1%
8060189.117	5	< 0.1%
8001217.296	6	< 0.1%
7754119.526	5	< 0.1%
7736514.875	5	< 0.1%

category_avg_n_comments_7D
Real number (ℝ)

Distinct	1606
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5041.7073

Minimum	54.583333
Maximum	35276.114
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	54.583333
5-th percentile	1219.1895
Q1	2361.4333
median	3494.2632
Q3	5547.4763
95-th percentile	15740.893
Maximum	35276.114
Range	35221.531
Interquartile range (IQR)	3186.043

Descriptive statistics

Standard deviation	4835.2961
Coefficient of variation (CV)	0.95905926
Kurtosis	8.1093555
Mean	5041.7073
Median Absolute Deviation (MAD)	1424.9283
Skewness	2.6931422
Sum	1.6959295 × 10⁸
Variance	23380088
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4184.098901	138	0.4%
4608.636888	114	0.3%
1897.099071	112	0.3%
27244.28151	110	0.3%
4836.522876	104	0.3%
2082.101648	99	0.3%
5857.601449	97	0.3%
6356.809339	95	0.3%
12622.27273	93	0.3%
1827.017442	93	0.3%
Other values (1596)	32583	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
54.58333333	12	< 0.1%
88.29411765	5	< 0.1%
384	10	< 0.1%
394.2666667	5	< 0.1%
418.4782609	6	< 0.1%
445.2727273	6	< 0.1%
537.2857143	7	< 0.1%
588.8684211	21	0.1%
592.862963	48	0.1%
624.9458333	78	0.2%

Value	Count	Frequency (%)
35276.11429	1	< 0.1%
31625.04082	3	< 0.1%
31077.675	9	< 0.1%
30601.07389	6	< 0.1%
30432.98058	25	0.1%
30085.6789	35	0.1%
28917.18812	22	0.1%
28350.33835	28	0.1%
28074.18627	30	0.1%
28044.48523	12	< 0.1%

category_view_like_ratio_7D
Real number (ℝ)

Distinct	1606
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.051713

Minimum	8.8122127
Maximum	395.67239
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	8.8122127
5-th percentile	14.102707
Q1	18.754188
median	22.328325
Q3	31.96496
95-th percentile	55.536422
Maximum	395.67239
Range	386.86017
Interquartile range (IQR)	13.210772

Descriptive statistics

Standard deviation	16.530738
Coefficient of variation (CV)	0.58929514
Kurtosis	57.500152
Mean	28.051713
Median Absolute Deviation (MAD)	4.6464095
Skewness	4.4856553
Sum	943603.53
Variance	273.26531
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.41514143	138	0.4%
22.35029343	114	0.3%
52.44197338	112	0.3%
12.79063599	110	0.3%
22.89348893	104	0.3%
49.59471696	99	0.3%
23.67527542	97	0.3%
17.67715003	95	0.3%
19.16403999	93	0.3%
50.33720592	93	0.3%
Other values (1596)	32583	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.812212714	7	< 0.1%
8.962186619	28	0.1%
9.203613064	34	0.1%
9.764872605	15	< 0.1%
9.772804038	14	< 0.1%
9.817020806	10	< 0.1%
10.09641748	1	< 0.1%
10.1396995	7	< 0.1%
10.14014852	3	< 0.1%
10.17710327	3	< 0.1%

Value	Count	Frequency (%)
395.6723865	6	< 0.1%
247.9343087	2	< 0.1%
218.2694187	12	< 0.1%
153.3788298	10	< 0.1%
151.8580327	6	< 0.1%
149.7723671	4	< 0.1%
149.4290223	8	< 0.1%
147.0681675	5	< 0.1%
137.3814237	9	< 0.1%
134.4366452	7	< 0.1%

channel_trending_videos_last_7D
Real number (ℝ)

Distinct	33
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.7364588

Minimum	1
Maximum	34
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	5
median	6
Q3	8
95-th percentile	17
Maximum	34
Range	33
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	4.237595
Coefficient of variation (CV)	0.54774349
Kurtosis	7.1204724
Mean	7.7364588
Median Absolute Deviation (MAD)	1
Skewness	2.437969
Sum	260239
Variance	17.957211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
6	9012	26.8%
5	7078	21.0%
7	5157	15.3%
4	1943	5.8%
8	1870	5.6%
11	1325	3.9%
10	1275	3.8%
9	1080	3.2%
12	905	2.7%
14	549	1.6%
Other values (23)	3444	10.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	59	0.2%
2	86	0.3%
3	351	1.0%
4	1943	5.8%
5	7078	21.0%
6	9012	26.8%
7	5157	15.3%
8	1870	5.6%
9	1080	3.2%
10	1275	3.8%

Value	Count	Frequency (%)
34	7	< 0.1%
33	12	< 0.1%
32	16	< 0.1%
30	59	0.2%
29	36	0.1%
28	38	0.1%
27	97	0.3%
26	115	0.3%
25	76	0.2%
24	55	0.2%

log_channel_avg_n_views_7D
Real number (ℝ)

Distinct	5728
Distinct (%)	17.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.535197

Minimum	10.301941
Maximum	18.468713
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	10.301941
5-th percentile	11.615125
Q1	12.725731
median	13.510059
Q3	14.23208
95-th percentile	15.547145
Maximum	18.468713
Range	8.1667719
Interquartile range (IQR)	1.5063493

Descriptive statistics

Standard deviation	1.1828047
Coefficient of variation (CV)	0.087387328
Kurtosis	0.38579638
Mean	13.535197
Median Absolute Deviation (MAD)	0.75250059
Skewness	0.33853105
Sum	455296.96
Variance	1.399027
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.72237944	30	0.1%
14.50349223	21	0.1%
13.87006616	21	0.1%
14.70974986	21	0.1%
13.70258549	20	0.1%
14.91179392	20	0.1%
13.76109105	19	0.1%
12.5641469	19	0.1%
13.07833706	18	0.1%
15.17938678	18	0.1%
Other values (5718)	33431	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.30194147	5	< 0.1%
10.33259106	5	< 0.1%
10.35018346	4	< 0.1%
10.41619141	5	< 0.1%
10.51484154	6	< 0.1%
10.56052169	4	< 0.1%
10.58380908	4	< 0.1%
10.62196129	3	< 0.1%
10.64902555	6	< 0.1%
10.65968465	5	< 0.1%

Value	Count	Frequency (%)
18.46871339	8	< 0.1%
18.29898045	6	< 0.1%
18.04791982	6	< 0.1%
17.97317417	5	< 0.1%
17.89133124	7	< 0.1%
17.84951909	10	< 0.1%
17.82907087	12	< 0.1%
17.68155746	7	< 0.1%
17.66205633	7	< 0.1%
17.62879505	7	< 0.1%

log_channel_avg_n_comments_7D
Real number (ℝ)

Distinct	5420
Distinct (%)	16.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.3483248

Minimum	0
Maximum	12.877826
Zeros	727
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	0
5-th percentile	5.020114
Q1	6.5977984
median	7.4675615
Q3	8.3141124
95-th percentile	9.6130238
Maximum	12.877826
Range	12.877826
Interquartile range (IQR)	1.7163141

Descriptive statistics

Standard deviation	1.7020868
Coefficient of variation (CV)	0.23162923
Kurtosis	5.8468793
Mean	7.3483248
Median Absolute Deviation (MAD)	0.85686576
Skewness	-1.5014114
Sum	247182.95
Variance	2.8970996
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	727	2.2%
8.959620053	30	0.1%
5.690359454	28	0.1%
5.493061443	22	0.1%
7.921881139	21	0.1%
7.286843818	21	0.1%
7.458186157	21	0.1%
8.159592649	21	0.1%
8.396493406	20	0.1%
7.075182513	20	0.1%
Other values (5410)	32707	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	727	2.2%
0.7884573604	5	< 0.1%
2.131627295	7	< 0.1%
2.41293315	6	< 0.1%
3.120895417	6	< 0.1%
3.252586882	7	< 0.1%
3.285198468	7	< 0.1%
3.583518938	5	< 0.1%
3.779633817	5	< 0.1%
3.799227511	3	< 0.1%

Value	Count	Frequency (%)
12.87782593	6	< 0.1%
12.87484452	8	< 0.1%
12.70182016	7	< 0.1%
12.62925752	8	< 0.1%
12.47987373	8	< 0.1%
12.46051846	6	< 0.1%
12.38980293	1	< 0.1%
12.27883879	5	< 0.1%
12.23040609	6	< 0.1%
12.22482264	8	< 0.1%

log_channel_view_like_ratio_7D
Real number (ℝ)

Distinct	5714
Distinct (%)	17.0%
Missing	0
Missing (%)	0.0%
Infinite	101
Infinite (%)	0.3%
Mean	inf

Minimum	1.6367736
Maximum	inf
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	1.6367736
5-th percentile	2.4275282
Q1	2.8844136
median	3.2495608
Q3	3.7921768
95-th percentile	4.7773719
Maximum	inf
Range	inf
Interquartile range (IQR)	0.90776314

Descriptive statistics

Standard deviation	nan
Coefficient of variation (CV)	nan
Kurtosis	nan
Mean	inf
Median Absolute Deviation (MAD)	0.42707329
Skewness	nan
Sum	inf
Variance	nan
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
inf	101	0.3%
2.256324831	30	0.1%
4.453739331	21	0.1%
3.74195992	21	0.1%
3.849949457	21	0.1%
4.312732525	20	0.1%
3.864527765	20	0.1%
4.474059683	19	0.1%
5.302909104	19	0.1%
4.445918514	18	0.1%
Other values (5704)	33348	99.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.63677365	5	< 0.1%
1.699826496	6	< 0.1%
1.747560838	4	< 0.1%
1.750238762	3	< 0.1%
1.813505405	1	< 0.1%
1.835234424	7	< 0.1%
1.862092812	6	< 0.1%
1.866960856	1	< 0.1%
1.880434055	5	< 0.1%
1.881974346	6	< 0.1%

Value	Count	Frequency (%)
inf	101	0.3%
12.3137195	7	< 0.1%
9.945829187	6	< 0.1%
9.572999645	6	< 0.1%
7.852680152	3	< 0.1%
7.77538346	7	< 0.1%
7.479748605	8	< 0.1%
7.363494653	5	< 0.1%
7.077303912	7	< 0.1%
6.960501187	6	< 0.1%

log_view_count
Real number (ℝ)

Distinct	33334
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.499555

Minimum	10.184221
Maximum	18.831095
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	525.6 KiB

Quantile statistics

Minimum	10.184221
5-th percentile	11.567827
Q1	12.677655
median	13.463461
Q3	14.238559
95-th percentile	15.546679
Maximum	18.831095
Range	8.6468748
Interquartile range (IQR)	1.5609033

Descriptive statistics

Standard deviation	1.2098555
Coefficient of variation (CV)	0.089621876
Kurtosis	0.41564972
Mean	13.499555
Median Absolute Deviation (MAD)	0.78014436
Skewness	0.35697165
Sum	454098.04
Variance	1.4637503
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.91889045	2	< 0.1%
12.69119269	2	< 0.1%
12.7159338	2	< 0.1%
12.66625319	2	< 0.1%
12.39793191	2	< 0.1%
14.05036922	2	< 0.1%
12.13969777	2	< 0.1%
12.36797463	2	< 0.1%
12.18495626	2	< 0.1%
11.94721772	2	< 0.1%
Other values (33324)	33618	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.18422054	1	< 0.1%
10.20307349	1	< 0.1%
10.23005374	1	< 0.1%
10.24331131	1	< 0.1%
10.26444332	1	< 0.1%
10.26475693	1	< 0.1%
10.27839036	1	< 0.1%
10.28595694	1	< 0.1%
10.28864791	1	< 0.1%
10.30229723	1	< 0.1%

Value	Count	Frequency (%)
18.83109532	1	< 0.1%
18.77552485	1	< 0.1%
18.70952901	1	< 0.1%
18.6310795	1	< 0.1%
18.60368259	1	< 0.1%
18.52109564	1	< 0.1%
18.51248618	1	< 0.1%
18.41454322	1	< 0.1%
18.30581274	1	< 0.1%
18.2759113	1	< 0.1%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	channelTitle	publishedAt	likes	comment_count	category	is_weekday	year	month	category_likes_sum_7D	category_view_count_sum_7D	category_comment_count_sum_7D	category_trending_videos_last_7D	category_avg_n_views_7D	category_avg_n_comments_7D	category_view_like_ratio_7D	channel_trending_videos_last_7D	log_channel_avg_n_views_7D	log_channel_avg_n_comments_7D	log_channel_view_like_ratio_7D	log_view_count
35	ImAllexx	2022-10-10 20:26:38+00:00	10103	242	Comedy	1	2022	10	9776343.0	130991700.0	777977.0	65.0	2.015257e+06	11968.876923	13.398845	6.0	12.072851	5.537990	2.772084	11.860790
36	Stephen Tries Less	2022-10-10 17:47:41+00:00	8920	202	Comedy	1	2022	10	9776343.0	130991700.0	777977.0	65.0	2.015257e+06	11968.876923	13.398845	5.0	11.714569	5.368776	2.585847	11.549566
45	Cold Ones	2022-10-11 19:00:02+00:00	88163	2162	Comedy	1	2022	10	3943247.0	76300805.0	325881.0	71.0	1.074659e+06	4589.873239	19.349740	6.0	14.169414	7.843783	2.702614	13.923978
46	Dimension 20	2022-10-12 17:00:09+00:00	18411	1615	Comedy	1	2022	10	3862875.0	74009869.0	325095.0	62.0	1.193708e+06	5243.467742	19.159271	4.0	12.371580	7.405800	2.515369	12.149793
47	ImAllexx	2022-10-10 20:26:38+00:00	11089	243	Comedy	1	2022	10	9776343.0	130991700.0	777977.0	65.0	2.015257e+06	11968.876923	13.398845	6.0	12.072851	5.537990	2.772084	11.996968
48	TryPods	2022-10-11 15:00:23+00:00	15330	821	Comedy	1	2022	10	3943247.0	76300805.0	325881.0	71.0	1.074659e+06	4589.873239	19.349740	4.0	12.994774	6.720522	3.334336	12.924339
49	Stephen Tries Less	2022-10-10 17:47:41+00:00	9704	213	Comedy	1	2022	10	9776343.0	130991700.0	777977.0	65.0	2.015257e+06	11968.876923	13.398845	5.0	11.714569	5.368776	2.585847	11.673666
54	Cold Ones	2022-10-11 19:00:02+00:00	96446	2597	Comedy	1	2022	10	3943247.0	76300805.0	325881.0	71.0	1.074659e+06	4589.873239	19.349740	6.0	14.169414	7.843783	2.702614	14.064473
55	BlueJay	2022-10-11 15:00:43+00:00	30808	1145	Comedy	1	2022	10	3943247.0	76300805.0	325881.0	71.0	1.074659e+06	4589.873239	19.349740	4.0	12.931942	7.124680	2.544068	12.709871
56	ImAllexx	2022-10-10 20:26:38+00:00	11698	246	Comedy	1	2022	10	9776343.0	130991700.0	777977.0	65.0	2.015257e+06	11968.876923	13.398845	6.0	12.072851	5.537990	2.772084	12.067799

	channelTitle	publishedAt	likes	comment_count	category	is_weekday	year	month	category_likes_sum_7D	category_view_count_sum_7D	category_comment_count_sum_7D	category_trending_videos_last_7D	category_avg_n_views_7D	category_avg_n_comments_7D	category_view_like_ratio_7D	channel_trending_videos_last_7D	log_channel_avg_n_views_7D	log_channel_avg_n_comments_7D	log_channel_view_like_ratio_7D	log_view_count
35011	Tyler, The Creator	2023-03-29 14:00:37+00:00	405387	15406	Autos & Vehicles	1	2023	3	2921797.0	37010728.0	120356.0	39.0	948993.025641	3086.051282	12.667111	5.0	14.862978	9.408584	2.379585	15.348825
35012	Simone Giertz	2023-03-30 16:00:34+00:00	44807	2370	Autos & Vehicles	1	2023	3	2405722.0	29555771.0	108348.0	36.0	820993.638889	3009.666667	12.285614	1.0	13.238818	7.771067	2.605438	13.238816
35013	Diesel Creek	2023-03-30 12:05:31+00:00	40014	1979	Autos & Vehicles	1	2023	3	2405722.0	29555771.0	108348.0	36.0	820993.638889	3009.666667	12.285614	1.0	12.770571	7.590852	2.281333	12.770568
35014	DRIVETRIBE	2023-03-29 17:00:47+00:00	13441	833	Autos & Vehicles	1	2023	3	2921797.0	37010728.0	120356.0	39.0	948993.025641	3086.051282	12.667111	1.0	12.582081	6.726233	3.121123	12.582078
35015	High Peak Autos	2023-03-29 18:00:05+00:00	6345	1168	Autos & Vehicles	1	2023	3	2921797.0	37010728.0	120356.0	39.0	948993.025641	3086.051282	12.667111	1.0	11.659404	7.063904	2.957329	11.659395
35016	Tyler, The Creator	2023-03-27 14:02:13+00:00	332201	12955	Autos & Vehicles	1	2023	3	2359738.0	34486132.0	106685.0	48.0	718461.083333	2222.604167	14.614390	3.0	14.683539	9.313168	2.345847	15.144441
35017	Hoonigan	2023-03-27 16:00:23+00:00	23977	1476	Autos & Vehicles	1	2023	3	2359738.0	34486132.0	106685.0	48.0	718461.083333	2222.604167	14.614390	4.0	13.101828	7.320692	3.160073	13.250626
35018	The Late Brake Show	2023-03-26 16:02:08+00:00	11653	1090	Autos & Vehicles	0	2023	3	1784735.0	31236309.0	87456.0	47.0	664602.319149	1860.765957	17.501931	4.0	12.332562	6.929517	3.095152	12.484889
35019	Mat Armstrong	2023-03-26 17:00:32+00:00	109334	4206	Autos & Vehicles	0	2023	3	1784735.0	31236309.0	87456.0	47.0	664602.319149	1860.765957	17.501931	12.0	14.126469	8.069968	2.726128	14.371996
35020	Car Throttle	2023-03-24 18:30:25+00:00	9810	338	Autos & Vehicles	1	2023	3	1642483.0	37316479.0	132639.0	45.0	829255.088889	2947.533333	22.719553	6.0	12.261718	5.852202	3.177692	12.355600

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Space Separator

Final Punctuation

Currency Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Hangul

Cyrillic

Katakana

Han

Arabic

Hiragana

Most occurring blocks

Most frequent character per block

ASCII

None

Punctuation

Hangul

Cyrillic

Arabic

Hiragana

Katakana

CJK

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks